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model misspecification

57 papers

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Co-occurring keywords

bayesian inference (1904) distribution shift (711) regret bound (1918) causal inference (1619) posterior distribution (259) contextual bandit (379) variational inference (2069) uncertainty quantification (1365) sample complexity (1158) reproducing kernel hilbert space (334)

Papers

On Robustness and Regularization of Structural Support Vector Machines ICML 2014
Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014
Robust Low Rank Kernel Embeddings of Multivariate Distributions NIPS 2013
How biased are maximum entropy models? NIPS 2011
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds JMLR 2010
Active learning for misspecified generalized linear models NIPS 2006
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error JMLR 2006